Genetic Evolution-Based Feature Selection for Software Defect Prediction Using SVMs.
Somya GoyalPublished in: J. Circuits Syst. Comput. (2022)
Keyphrases
- software defect prediction
- feature ranking
- feature selection
- imbalanced data
- ensemble learning
- support vector
- text categorization
- feature subset
- random forest
- gene selection
- genetic algorithm
- class imbalance
- support vector machine
- multi class
- feature selection algorithms
- generalization ability
- feature set
- selected features
- feature subset selection
- machine learning
- high dimensionality
- knn
- fold cross validation
- text classification
- support vectors
- ensemble methods
- multi layer perceptron
- class distribution
- classification models
- data sets
- dimensionality reduction
- principal component analysis
- neural network